{"id":"W4233887172","doi":"10.1007/978-1-4939-7131-2_100359","title":"Evolving Graphs","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002469841,0.0006012284,0.0003310156,0.0008511957,0.0004237761,0.001101427,0.001010591,0.0006790151,0.02336823],"category_scores_gemma":[0.001481929,0.0003022686,0.0004623168,0.001108955,0.0005287699,0.001963506,0.001096102,0.001404264,0.006949769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006505793,"about_ca_system_score_gemma":0.0003496165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008879302,"about_ca_topic_score_gemma":0.001157747,"domain_scores_codex":[0.9997801,0.00003733319,0.000006554575,0.00007170369,0.00008931662,0.0000150863],"domain_scores_gemma":[0.9996976,0.0001148417,0.00001228075,0.00009575281,0.00005582123,0.00002377068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002408369,0.00004032305,0.0002147945,0.0002202199,0.00002754068,0.00009650992,0.000149782,0.03857401,0.005131289,0.4086414,0.04853398,0.4983461],"study_design_scores_gemma":[0.00001234707,0.00003680483,0.0003615561,0.0001342143,0.00003314737,0.0004381656,0.00007665155,0.1099191,0.006602285,0.5292826,0.3530785,0.00002461988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01226336,0.00416069,0.6347466,0.001518912,0.001043989,0.0001323156,0.0006102985,0.002001996,0.3435219],"genre_scores_gemma":[0.1980572,0.01056967,0.3996505,0.001030958,0.0005394462,0.0002692995,0.003404625,0.002293286,0.384185],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02336823,"threshold_uncertainty_score":0.07817453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748016661202812,"score_gpt":0.2309619241977831,"score_spread":0.213481757585755,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}